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NER

The named entity recognition (NER) involves identification of key information in the text and classification into a set of predefined categories. This includes standard entities in the text like Part of Speech (PoS) and entities like places, names etc...

Papers

Showing 151175 of 1729 papers

TitleStatusHype
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-TrainingCode1
Exploring Cross-sentence Contexts for Named Entity Recognition with BERTCode1
A Label-Aware Autoregressive Framework for Cross-Domain NERCode1
Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsCode1
A Large-Scale Chinese Multimodal NER Dataset with Speech CluesCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
ALBETO and DistilBETO: Lightweight Spanish Language ModelsCode1
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionCode1
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4Code1
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NERCode1
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval systemCode1
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu FrameworkCode1
BNLP: Natural language processing toolkit for Bengali languageCode1
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual ModelsCode1
Deep Span Representations for Named Entity RecognitionCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
Detecting Potential Topics In News Using BERT, CRF and WikipediaCode1
Boundary Smoothing for Named Entity RecognitionCode1
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer NetworksCode1
AraBERT: Transformer-based Model for Arabic Language UnderstandingCode1
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationCode1
GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity RecognitionCode1
A Sequence-to-Set Network for Nested Named Entity RecognitionCode1
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NERCode1
A Unified Generative Framework for Various NER SubtasksCode1
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